current parameter status : 
sigma 2.0961 False
beta 0.97 False
phi 0.294 False
psi 0.1428 False
delta_h1 -1.0998 True
delta_h2 3.7863 True
eta 0.0 False
tfp 0.9221 True
price 0.6041 True
risk 0.0 False
-- 
number of parameters:  10
number of free parameters:  4
current parameter status : 
sigma 2.0961 False
beta 0.97 False
phi 0.294 False
psi 0.1428 False
delta_h1 -1.0998 True
delta_h2 3.7863 True
eta 0.0 False
tfp 0.9221 True
price 0.6041 True
risk 0.0 False
- using these moments:
mshare 0.10357350000000001 0.001533075320179462
trans_fromgood 0.9741003932232171 0.003529468368224344
trans_frombad 0.31490541932596394 0.03699727547036263
grad2 1.0297165928818917 0.02479245960059826
grad3 1.0561069195731547 0.02318462811819575
grad4 1.0901473987876726 0.021743261560458207
tfp 0.7352641707913572 0.002802069515199448
f =  114.78137811362843 , pars =  [-1.0998449   3.78628955  0.92211051  0.60405877]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.11745099833558151
trans_fromgood 0.9741003932232171 0.9773204024684418
trans_frombad 0.31490541932596394 0.5186779698566396
grad2 1.0297165928818917 1.0351834916887623
grad3 1.0561069195731547 1.0553560899443988
grad4 1.0901473987876726 1.0624578146063404
tfp 0.7352641707913572 0.7353951847868594
f =  75.32356188798741 , pars =  [-0.9998449   3.78628955  0.92211051  0.60405877]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.11011096212563351
trans_fromgood 0.9741003932232171 0.9773204024684418
trans_frombad 0.31490541932596394 0.5828858783535977
grad2 1.0297165928818917 1.0353073449012835
grad3 1.0561069195731547 1.050734344540392
grad4 1.0901473987876726 1.0535167555023166
tfp 0.7352641707913572 0.737922111295521
f =  58.63924411002502 , pars =  [-1.0998449   3.88628955  0.92211051  0.60405877]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.1054322492873997
trans_fromgood 0.9741003932232171 0.9794786515274491
trans_frombad 0.31490541932596394 0.5356995758115882
grad2 1.0297165928818917 1.0300531595282276
grad3 1.0561069195731547 1.0466866380412188
grad4 1.0901473987876726 1.0525752122498833
tfp 0.7352641707913572 0.7465007082456605
f =  2227.0730352240853 , pars =  [-1.0998449   3.78628955  1.02211051  0.60405877]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10128960057255221
trans_fromgood 0.9741003932232171 0.9773204024685881
trans_frombad 0.31490541932596394 0.5879100344816014
grad2 1.0297165928818917 1.0373444067536914
grad3 1.0561069195731547 1.0526410349573978
grad4 1.0901473987876726 1.0552140077216565
tfp 0.7352641707913572 0.865699611436985
f =  405.91771059554924 , pars =  [-1.0998449   3.78628955  0.92211051  0.70405877]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.1331848647062656
trans_fromgood 0.9741003932232171 0.977320402468441
trans_frombad 0.31490541932596394 0.5075078524829293
grad2 1.0297165928818917 1.0346578735324958
grad3 1.0561069195731547 1.0555011231100282
grad4 1.0901473987876726 1.0633759841784465
tfp 0.7352641707913572 0.7403992826487735
f =  177.42473225262364 , pars =  [-1.1998449   3.78628955  0.92211051  0.60405877]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.1220521942383953
trans_fromgood 0.9741003932232171 0.9773204024684408
trans_frombad 0.31490541932596394 0.515964970146897
grad2 1.0297165928818917 1.0355043629888563
grad3 1.0561069195731547 1.0559255361449398
grad4 1.0901473987876726 1.0631915589729874
tfp 0.7352641707913572 0.7340606355110096
f =  278.3629695145199 , pars =  [-1.0998449   3.68628955  0.92211051  0.60405877]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.12637496746969193
trans_fromgood 0.9741003932232171 0.9749351683744606
trans_frombad 0.31490541932596394 0.5641622066305727
grad2 1.0297165928818917 1.035176966109025
grad3 1.0561069195731547 1.0529569594803563
grad4 1.0901473987876726 1.0585572296960297
tfp 0.7352641707913572 0.743915693981953
f =  2172.3472786959373 , pars =  [-1.0998449   3.78628955  0.82211051  0.60405877]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.13676770011451075
trans_fromgood 0.9741003932232171 0.97732040246844
trans_frombad 0.31490541932596394 0.4641225054183135
grad2 1.0297165928818917 1.0338448477870774
grad3 1.0561069195731547 1.0586121576651468
grad4 1.0901473987876726 1.069991183591515
tfp 0.7352641707913572 0.6202243218436274
f =  108.29469200206718 , pars =  [-1.0998449   3.78628955  0.92211051  0.50405877]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.096378576177674
trans_fromgood 0.9741003932232171 0.9773204024684408
trans_frombad 0.31490541932596394 0.6436828203624863
grad2 1.0297165928818917 1.0254952050965214
grad3 1.0561069195731547 1.0373875560063166
grad4 1.0901473987876726 1.039629482209905
tfp 0.7352641707913572 0.7370083629678881
f =  99.17053334790357 , pars =  [-1.01274685  3.8887886   0.92033598  0.55502272]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.09362403076768884
trans_fromgood 0.9741003932232171 0.9795298714788262
trans_frombad 0.31490541932596394 0.5788367569475559
grad2 1.0297165928818917 1.0330786409822643
grad3 1.0561069195731547 1.0473716338581793
grad4 1.0901473987876726 1.0499133842509065
tfp 0.7352641707913572 0.7339799676918557
f =  44.02545541220045 , pars =  [-1.13685527  3.88574246  0.91963196  0.57053579]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10463068900288038
trans_fromgood 0.9741003932232171 0.9794674215420873
trans_frombad 0.31490541932596394 0.5210176781734839
grad2 1.0297165928818917 1.0324807821174
grad3 1.0561069195731547 1.0506763735151312
grad4 1.0901473987876726 1.056848824907243
tfp 0.7352641707913572 0.727444030886658
f =  39.01593845272427 , pars =  [-1.18296168  3.90478804  0.92146267  0.57338412]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.1025455640270296
trans_fromgood 0.9741003932232171 0.9798547760321301
trans_frombad 0.31490541932596394 0.5190982192049636
grad2 1.0297165928818917 1.0314017193148122
grad3 1.0561069195731547 1.049391653376645
grad4 1.0901473987876726 1.0556928880705212
tfp 0.7352641707913572 0.7399928817526739
f =  37.22980371181001 , pars =  [-1.22842069  3.92549081  0.92179192  0.57120111]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10274267183013215
trans_fromgood 0.9741003932232171 0.9802675504233728
trans_frombad 0.31490541932596394 0.5205877610132583
grad2 1.0297165928818917 1.0309738420651553
grad3 1.0561069195731547 1.0484512966920585
grad4 1.0901473987876726 1.0545158119371378
tfp 0.7352641707913572 0.7340785867422143
f =  36.00588661925293 , pars =  [-1.2584014   3.94929799  0.92157168  0.57734177]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10242935144328362
trans_fromgood 0.9741003932232171 0.9807317765318513
trans_frombad 0.31490541932596394 0.5140488506903649
grad2 1.0297165928818917 1.0308873470359325
grad3 1.0561069195731547 1.0484108947076047
grad4 1.0901473987876726 1.054577861708499
tfp 0.7352641707913572 0.7341528186990423
f =  36.70711040831844 , pars =  [-1.26421705  3.95567348  0.92156819  0.57949863]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10199158745694659
trans_fromgood 0.9741003932232171 0.9808542300934089
trans_frombad 0.31490541932596394 0.5137458437820016
grad2 1.0297165928818917 1.0304843938886072
grad3 1.0561069195731547 1.0477315206556375
grad4 1.0901473987876726 1.053979626239187
tfp 0.7352641707913572 0.7365094012932398
f =  59.314240087456525 , pars =  [-1.25765667  3.95334527  0.92372808  0.56848656]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.09883500618834713
trans_fromgood 0.9741003932232171 0.9808096028298916
trans_frombad 0.31490541932596394 0.5187918398655659
grad2 1.0297165928818917 1.029620561174416
grad3 1.0561069195731547 1.0468151768180824
grad4 1.0901473987876726 1.052916607500573
tfp 0.7352641707913572 0.7452441932099299
f =  34.31329488691838 , pars =  [-1.26178104  3.94354131  0.91995695  0.58461029]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.1042773504502699
trans_fromgood 0.9741003932232171 0.9806205355478695
trans_frombad 0.31490541932596394 0.5096937622910362
grad2 1.0297165928818917 1.0312698390815103
grad3 1.0561069195731547 1.0492154704159644
grad4 1.0901473987876726 1.055610217009034
tfp 0.7352641707913572 0.7335947712650848
f =  39.988840266929664 , pars =  [-1.2616385   3.94259359  0.92990693  0.58489218]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10341988677014376
trans_fromgood 0.9741003932232171 0.9806021606212725
trans_frombad 0.31490541932596394 0.5047203227169681
grad2 1.0297165928818917 1.032093730137222
grad3 1.0561069195731547 1.0503917980304864
grad4 1.0901473987876726 1.0570206218550935
tfp 0.7352641707913572 0.7431259876830867
f =  42.6398952505975 , pars =  [-1.25486261  3.9469282   0.92160293  0.59077106]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.103440699884886
trans_fromgood 0.9741003932232171 0.9806860607214241
trans_frombad 0.31490541932596394 0.5172643655270266
grad2 1.0297165928818917 1.0301994871253985
grad3 1.0561069195731547 1.0475787545976054
grad4 1.0901473987876726 1.0536945718507509
tfp 0.7352641707913572 0.7422907621933001
f =  34.90165375205698 , pars =  [-1.25827148  3.93427531  0.92012875  0.58595   ]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10532492719352267
trans_fromgood 0.9741003932232171 0.9804401310342511
trans_frombad 0.31490541932596394 0.5090073300437917
grad2 1.0297165928818917 1.0318588190443048
grad3 1.0561069195731547 1.0501773441636892
grad4 1.0901473987876726 1.0565676625575595
tfp 0.7352641707913572 0.7335197670485859
f =  38.972308014901174 , pars =  [-1.26321373  3.93622285  0.92279729  0.57858367]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10351492102008863
trans_fromgood 0.9741003932232171 0.9804781875260665
trans_frombad 0.31490541932596394 0.5191430125466625
grad2 1.0297165928818917 1.0307048651453146
grad3 1.0561069195731547 1.0477839052757851
grad4 1.0901473987876726 1.0539849989715728
tfp 0.7352641707913572 0.7395457836437724
f =  35.489811467024445 , pars =  [-1.27020212  3.94744175  0.91966046  0.58832298]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10471154739525845
trans_fromgood 0.9741003932232171 0.9806959767798084
trans_frombad 0.31490541932596394 0.51292257340287
grad2 1.0297165928818917 1.0309373605635095
grad3 1.0561069195731547 1.0484332839760484
grad4 1.0901473987876726 1.0547313590927463
tfp 0.7352641707913572 0.7357917696511725
f =  33.34267491509165 , pars =  [-1.25304091  3.94034838  0.92256964  0.58204333]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10370535431180268
trans_fromgood 0.9741003932232171 0.9805585595086568
trans_frombad 0.31490541932596394 0.5085038014427736
grad2 1.0297165928818917 1.0313857363795538
grad3 1.0561069195731547 1.0496557892653864
grad4 1.0901473987876726 1.056098698522622
tfp 0.7352641707913572 0.7345169552444477
f =  42.19029081295264 , pars =  [-1.25871989  3.9426956   0.92281798  0.58370674]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10305250836259636
trans_fromgood 0.9741003932232171 0.980604139268747
trans_frombad 0.31490541932596394 0.5169216775262664
grad2 1.0297165928818917 1.0307479964234783
grad3 1.0561069195731547 1.0478385376172779
grad4 1.0901473987876726 1.0540776936728768
tfp 0.7352641707913572 0.7421183914834553
f =  39.16692701318391 , pars =  [-1.25745181  3.94228445  0.92260499  0.58338286]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10292219906611669
trans_fromgood 0.9741003932232171 0.9805961630340085
trans_frombad 0.31490541932596394 0.5140621715153838
grad2 1.0297165928818917 1.0305589058025564
grad3 1.0561069195731547 1.0484597282753418
grad4 1.0901473987876726 1.054674440172533
tfp 0.7352641707913572 0.7407628385060133
f =  34.285061328062774 , pars =  [-1.25291117  3.94108613  0.92180859  0.58139357]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10386765514875151
trans_fromgood 0.9741003932232171 0.9805728971304962
trans_frombad 0.31490541932596394 0.510723751894572
grad2 1.0297165928818917 1.031486010359364
grad3 1.0561069195731547 1.0494316763484552
grad4 1.0901473987876726 1.0557776515433026
tfp 0.7352641707913572 0.7337679190102467
f =  34.21385502106973 , pars =  [-1.25094278  3.93943233  0.92356113  0.58188325]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10353446158943934
trans_fromgood 0.9741003932232171 0.9805407419010431
trans_frombad 0.31490541932596394 0.5111999761164698
grad2 1.0297165928818917 1.0315359484312903
grad3 1.0561069195731547 1.049481970279276
grad4 1.0901473987876726 1.0557979178876784
tfp 0.7352641707913572 0.7363526752614705
f =  35.92615242975981 , pars =  [-1.25314057  3.94072805  0.92345779  0.58180434]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10330646019112819
trans_fromgood 0.9741003932232171 0.9805659393683793
trans_frombad 0.31490541932596394 0.5149017698696357
grad2 1.0297165928818917 1.031178635119226
grad3 1.0561069195731547 1.0489757417259802
grad4 1.0901473987876726 1.0550480890577616
tfp 0.7352641707913572 0.7374606702240092
f =  46.7685833504803 , pars =  [-1.25297054  3.93954043  0.92207151  0.58235011]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10237907848789696
trans_fromgood 0.9741003932232171 0.9805428453286829
trans_frombad 0.31490541932596394 0.5168792164883927
grad2 1.0297165928818917 1.030555552917157
grad3 1.0561069195731547 1.047848343030676
grad4 1.0901473987876726 1.054102203887083
tfp 0.7352641707913572 0.7441918214260687
f =  35.639475525665645 , pars =  [-1.2535196   3.93986104  0.92262505  0.58131512]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10352136446603308
trans_fromgood 0.9741003932232171 0.9805490825412025
trans_frombad 0.31490541932596394 0.5152896395453976
grad2 1.0297165928818917 1.0314292501946367
grad3 1.0561069195731547 1.0489458206708664
grad4 1.0901473987876726 1.0550567807905267
tfp 0.7352641707913572 0.736693513077714
f =  43.02873502974264 , pars =  [-1.25237019  3.94100602  0.92271183  0.58235547]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10274862889207603
trans_fromgood 0.9741003932232171 0.980571340648491
trans_frombad 0.31490541932596394 0.519249862154551
grad2 1.0297165928818917 1.030556128563307
grad3 1.0561069195731547 1.0475711077681542
grad4 1.0901473987876726 1.0537224215733334
tfp 0.7352641707913572 0.7420869112936214
f =  48.79749469389412 , pars =  [-1.25374674  3.93981807  0.92251052  0.58250925]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.1024773080457388
trans_fromgood 0.9741003932232171 0.9805482468032519
trans_frombad 0.31490541932596394 0.520603087858211
grad2 1.0297165928818917 1.0299436822247108
grad3 1.0561069195731547 1.0469601992260908
grad4 1.0901473987876726 1.053116838983677
tfp 0.7352641707913572 0.7445496160260611
f =  50.67915844312465 , pars =  [-1.25251354  3.94034763  0.92266851  0.58119947]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10214997933095012
trans_fromgood 0.9741003932232171 0.9805585449002285
trans_frombad 0.31490541932596394 0.5191803352345166
grad2 1.0297165928818917 1.0301541570229018
grad3 1.0561069195731547 1.0472716930507968
grad4 1.0901473987876726 1.05347176206897
tfp 0.7352641707913572 0.7453644087914744
f =  42.90428311262226 , pars =  [-1.25240691  3.93982168  0.92311563  0.5821934 ]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.1026802550787319
trans_fromgood 0.9741003932232171 0.9805483168882128
trans_frombad 0.31490541932596394 0.5175908891898595
grad2 1.0297165928818917 1.0303735274590593
grad3 1.0561069195731547 1.0476615483098886
grad4 1.0901473987876726 1.0538930388763077
tfp 0.7352641707913572 0.7422978657940845
f =  44.541559387958216 , pars =  [-1.25378364  3.94092466  0.92227246  0.58187617]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10269351133670451
trans_fromgood 0.9741003932232171 0.9805697598987344
trans_frombad 0.31490541932596394 0.5198717459181894
grad2 1.0297165928818917 1.029958300144728
grad3 1.0561069195731547 1.0469869790130784
grad4 1.0901473987876726 1.0531751993933085
tfp 0.7352641707913572 0.7427379469031943
f =  61.29942808893138 , pars =  [-1.25331212  3.94030811  0.92297064  0.58192491]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10184417766845562
trans_fromgood 0.9741003932232171 0.9805577765027882
trans_frombad 0.31490541932596394 0.5228627373796433
grad2 1.0297165928818917 1.029831075146129
grad3 1.0561069195731547 1.046811856269403
grad4 1.0901473987876726 1.0528298552061939
tfp 0.7352641707913572 0.7484007786710699
f =  43.707472466335105 , pars =  [-1.25300108  3.94029308  0.92249647  0.58204349]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10252312001351345
trans_fromgood 0.9741003932232171 0.980557484257876
trans_frombad 0.31490541932596394 0.5173754117129316
grad2 1.0297165928818917 1.030570088942141
grad3 1.0561069195731547 1.048000543909294
grad4 1.0901473987876726 1.0541644965550068
tfp 0.7352641707913572 0.7427199704490806
f =  34.29737279436698 , pars =  [-1.25308796  3.94042657  0.92266462  0.58225582]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10392753210295946
trans_fromgood 0.9741003932232171 0.9805600795709767
trans_frombad 0.31490541932596394 0.5113369942670835
grad2 1.0297165928818917 1.0312407157205241
grad3 1.0561069195731547 1.048977677827525
grad4 1.0901473987876726 1.055407414096946
tfp 0.7352641707913572 0.7346127888928782
f =  38.23395534584952 , pars =  [-1.2529718   3.94042031  0.92256383  0.58204742]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10309083062989399
trans_fromgood 0.9741003932232171 0.9805599577462836
trans_frombad 0.31490541932596394 0.5163064478404552
grad2 1.0297165928818917 1.030777984051794
grad3 1.0561069195731547 1.0482532401432614
grad4 1.0901473987876726 1.054434157183819
tfp 0.7352641707913572 0.7395480674903633
f =  35.65770151883387 , pars =  [-1.25309739  3.9403268   0.92262182  0.58198314]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10406227420012994
trans_fromgood 0.9741003932232171 0.9805581398145148
trans_frombad 0.31490541932596394 0.515424849481969
grad2 1.0297165928818917 1.0311179395288592
grad3 1.0561069195731547 1.048417180113547
grad4 1.0901473987876726 1.0546736356977287
tfp 0.7352641707913572 0.7345850494057041
f =  36.88701043733734 , pars =  [-1.25298167  3.94029752  0.92263054  0.58205731]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10305771519920155
trans_fromgood 0.9741003932232171 0.9805575706285061
trans_frombad 0.31490541932596394 0.5141081778132147
grad2 1.0297165928818917 1.0304693123397388
grad3 1.0561069195731547 1.0482814778857041
grad4 1.0901473987876726 1.0545665531316528
tfp 0.7352641707913572 0.7388567877219733
f =  34.69943044568392 , pars =  [-1.2531188   3.94034989  0.92256587  0.58210591]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10388310149825339
trans_fromgood 0.9741003932232171 0.9805585888603856
trans_frombad 0.31490541932596394 0.512706338215374
grad2 1.0297165928818917 1.0312597892553184
grad3 1.0561069195731547 1.0490588771533345
grad4 1.0901473987876726 1.0553358068735001
tfp 0.7352641707913572 0.7345371918619545
f =  41.450746572707004 , pars =  [-1.2530983   3.94041662  0.92253426  0.58201506]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10259080298543287
trans_fromgood 0.9741003932232171 0.9805598859993228
trans_frombad 0.31490541932596394 0.5155481356986786
grad2 1.0297165928818917 1.0309338019972363
grad3 1.0561069195731547 1.0484893544204523
grad4 1.0901473987876726 1.0546894062351941
tfp 0.7352641707913572 0.7418414682958911
f =  35.60959096077109 , pars =  [-1.25305829  3.94036531  0.92265122  0.58209583]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10369441234957959
trans_fromgood 0.9741003932232171 0.9805588886016052
trans_frombad 0.31490541932596394 0.5147545883070843
grad2 1.0297165928818917 1.0307277757355848
grad3 1.0561069195731547 1.0481818881150904
grad4 1.0901473987876726 1.054521088251704
tfp 0.7352641707913572 0.7367284566784896
f =  48.222095826536275 , pars =  [-1.25302939  3.94031344  0.92253322  0.58195777]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10219791829960105
trans_fromgood 0.9741003932232171 0.9805578802281455
trans_frombad 0.31490541932596394 0.5177065584144913
grad2 1.0297165928818917 1.0304043561914564
grad3 1.0561069195731547 1.0476567428721382
grad4 1.0901473987876726 1.0539059857752178
tfp 0.7352641707913572 0.744604267917071
f =  50.94108243571872 , pars =  [-1.2530171   3.94036171  0.92254606  0.5821366 ]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10245568556678018
trans_fromgood 0.9741003932232171 0.9805588186680994
trans_frombad 0.31490541932596394 0.5262729273307142
grad2 1.0297165928818917 1.0299325472598178
grad3 1.0561069195731547 1.046693150895238
grad4 1.0901473987876726 1.0524489174768383
tfp 0.7352641707913572 0.7446630382302903
estimation did converge, now computing standard errors...
             value   free        se
name                               
sigma     2.096055  False       NaN
beta      0.970000  False       NaN
phi       0.294007  False       NaN
psi       0.142842  False       NaN
delta_h1 -1.253041   True  0.029654
delta_h2  3.940348   True  0.032478
eta       0.000000  False       NaN
tfp       0.922570   True  0.017873
price     0.583043   True  0.018076
risk      0.000000  False       NaN
